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Data/ AI Engineer

Newbridge
1 day ago
Full-time
On-site
Singapore, Singapore

We are building a new AI team from the ground up for our client. This is a greenfield opportunity to build an AI-native data platform powered by Cube.js and modern semantic workflows. You will be part of the founding team defining architecture, not just maintaining it.

Responsibilities:

  • Design and build scalable data pipelines and semantic layer using Cube.js / Cube Cloud
  • Build LLM-powered applications on top of the semantic layer - RAG, AI agents, intelligent analytics
  • Develop and optimize data models, metrics layer and headless BI APIs
  • Integrate vector databases, LLMs and knowledge graphs for semantic search and reasoning
  • Collaborate with AI Scientists and Product to take models from prototype to production
  • Own performance, governance and security of the semantic layer

Required Skills:

  • Experience in Data Engineering / AI Engineering with Python and SQL
  • Hands-on experience with Cube.js or similar semantic layer - dbt Semantic Layer, LookML, AtScale
  • Strong experience with LLMs, RAG, LangChain / LlamaIndex, Vector DBs
  • Experience with data warehouses - Snowflake / BigQuery / Redshift
  • Experience with ETL/ELT, API development and data modeling

Nice to Have:

  • Experience with Knowledge Graphs, GraphQL
  • Experience with LLMOps, Docker, Kubernetes
  • Experience with GenAI evaluation and fine-tuning